Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 1081 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 236.6 KiB |
| Average record size in memory | 224.1 B |
Variable types
| Numeric | 27 |
|---|---|
| Categorical | 1 |
chroma_stft is highly correlated with spectral_centroid and 2 other fields | High correlation |
rmse is highly correlated with mfcc1 and 1 other fields | High correlation |
spectral_centroid is highly correlated with chroma_stft and 3 other fields | High correlation |
spectral_bandwidth is highly correlated with chroma_stft and 3 other fields | High correlation |
rolloff is highly correlated with chroma_stft and 3 other fields | High correlation |
zero_crossing_rate is highly correlated with spectral_centroid and 2 other fields | High correlation |
mfcc1 is highly correlated with rmse and 1 other fields | High correlation |
mfcc2 is highly correlated with rmse and 1 other fields | High correlation |
mfcc3 is highly correlated with mfcc6 | High correlation |
mfcc6 is highly correlated with mfcc3 and 1 other fields | High correlation |
mfcc8 is highly correlated with mfcc9 | High correlation |
mfcc9 is highly correlated with mfcc6 and 1 other fields | High correlation |
chroma_stft is highly correlated with spectral_centroid and 2 other fields | High correlation |
rmse is highly correlated with mfcc1 and 1 other fields | High correlation |
spectral_centroid is highly correlated with chroma_stft and 3 other fields | High correlation |
spectral_bandwidth is highly correlated with chroma_stft and 3 other fields | High correlation |
rolloff is highly correlated with chroma_stft and 3 other fields | High correlation |
zero_crossing_rate is highly correlated with spectral_centroid and 2 other fields | High correlation |
mfcc1 is highly correlated with rmse and 1 other fields | High correlation |
mfcc2 is highly correlated with rmse and 1 other fields | High correlation |
mfcc3 is highly correlated with mfcc6 | High correlation |
mfcc6 is highly correlated with mfcc3 and 1 other fields | High correlation |
mfcc8 is highly correlated with mfcc9 | High correlation |
mfcc9 is highly correlated with mfcc6 and 1 other fields | High correlation |
chroma_stft is highly correlated with spectral_centroid and 2 other fields | High correlation |
rmse is highly correlated with mfcc1 | High correlation |
spectral_centroid is highly correlated with chroma_stft and 3 other fields | High correlation |
spectral_bandwidth is highly correlated with chroma_stft and 2 other fields | High correlation |
rolloff is highly correlated with chroma_stft and 2 other fields | High correlation |
zero_crossing_rate is highly correlated with spectral_centroid | High correlation |
mfcc1 is highly correlated with rmse | High correlation |
mfcc10 is highly correlated with mfcc13 and 1 other fields | High correlation |
mfcc17 is highly correlated with mfcc18 and 3 other fields | High correlation |
mfcc2 is highly correlated with mfcc20 and 12 other fields | High correlation |
mfcc18 is highly correlated with mfcc17 and 3 other fields | High correlation |
mfcc20 is highly correlated with mfcc17 and 6 other fields | High correlation |
mfcc13 is highly correlated with mfcc10 and 2 other fields | High correlation |
rolloff is highly correlated with mfcc2 and 4 other fields | High correlation |
spectral_bandwidth is highly correlated with mfcc2 and 7 other fields | High correlation |
mfcc9 is highly correlated with mfcc2 and 8 other fields | High correlation |
mfcc19 is highly correlated with mfcc18 and 2 other fields | High correlation |
mfcc8 is highly correlated with mfcc9 and 5 other fields | High correlation |
mfcc6 is highly correlated with mfcc9 and 5 other fields | High correlation |
chroma_stft is highly correlated with mfcc2 and 5 other fields | High correlation |
mfcc15 is highly correlated with mfcc2 and 4 other fields | High correlation |
mfcc16 is highly correlated with mfcc17 and 3 other fields | High correlation |
rmse is highly correlated with mfcc2 and 1 other fields | High correlation |
mfcc12 is highly correlated with mfcc18 and 2 other fields | High correlation |
mfcc1 is highly correlated with mfcc2 and 5 other fields | High correlation |
spectral_centroid is highly correlated with mfcc2 and 5 other fields | High correlation |
zero_crossing_rate is highly correlated with rolloff and 2 other fields | High correlation |
mfcc11 is highly correlated with mfcc2 and 7 other fields | High correlation |
mfcc4 is highly correlated with mfcc2 and 3 other fields | High correlation |
mfcc3 is highly correlated with mfcc2 and 5 other fields | High correlation |
mfcc14 is highly correlated with mfcc17 and 8 other fields | High correlation |
mfcc7 is highly correlated with mfcc10 and 3 other fields | High correlation |
chroma_stft has 11 (1.0%) zeros | Zeros |
rmse has 11 (1.0%) zeros | Zeros |
spectral_centroid has 11 (1.0%) zeros | Zeros |
spectral_bandwidth has 11 (1.0%) zeros | Zeros |
rolloff has 11 (1.0%) zeros | Zeros |
zero_crossing_rate has 11 (1.0%) zeros | Zeros |
mfcc2 has 11 (1.0%) zeros | Zeros |
mfcc3 has 11 (1.0%) zeros | Zeros |
mfcc4 has 11 (1.0%) zeros | Zeros |
mfcc5 has 11 (1.0%) zeros | Zeros |
mfcc6 has 11 (1.0%) zeros | Zeros |
mfcc7 has 11 (1.0%) zeros | Zeros |
mfcc8 has 11 (1.0%) zeros | Zeros |
mfcc9 has 11 (1.0%) zeros | Zeros |
mfcc10 has 11 (1.0%) zeros | Zeros |
mfcc11 has 11 (1.0%) zeros | Zeros |
mfcc12 has 11 (1.0%) zeros | Zeros |
mfcc13 has 11 (1.0%) zeros | Zeros |
mfcc14 has 11 (1.0%) zeros | Zeros |
mfcc15 has 11 (1.0%) zeros | Zeros |
mfcc16 has 11 (1.0%) zeros | Zeros |
mfcc17 has 11 (1.0%) zeros | Zeros |
mfcc18 has 11 (1.0%) zeros | Zeros |
mfcc19 has 11 (1.0%) zeros | Zeros |
mfcc20 has 11 (1.0%) zeros | Zeros |
Reproduction
| Analysis started | 2021-08-30 12:04:12.617461 |
|---|---|
| Analysis finished | 2021-08-30 12:06:01.400910 |
| Duration | 1 minute and 48.78 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
df_index
Real number (ℝ≥0)
| Distinct | 630 |
|---|---|
| Distinct (%) | 58.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 285.0925069 |
| Minimum | 0 |
|---|---|
| Maximum | 629 |
| Zeros | 2 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 28 |
| Q1 | 141 |
| median | 281 |
| Q3 | 420 |
| 95-th percentile | 575 |
| Maximum | 629 |
| Range | 629 |
| Interquartile range (IQR) | 279 |
Descriptive statistics
| Standard deviation | 169.2186093 |
|---|---|
| Coefficient of variation (CV) | 0.5935568462 |
| Kurtosis | -1.020271716 |
| Mean | 285.0925069 |
| Median Absolute Deviation (MAD) | 140 |
| Skewness | 0.1356960806 |
| Sum | 308185 |
| Variance | 28634.93773 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 314 | 2 | 0.2% |
| 225 | 2 | 0.2% |
| 223 | 2 | 0.2% |
| 222 | 2 | 0.2% |
| 221 | 2 | 0.2% |
| 220 | 2 | 0.2% |
| 219 | 2 | 0.2% |
| 217 | 2 | 0.2% |
| 216 | 2 | 0.2% |
| 215 | 2 | 0.2% |
| Other values (620) | 1061 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 1 | 2 | |
| 2 | 2 | |
| 3 | 2 | |
| 4 | 2 | |
| 5 | 2 | |
| 6 | 2 | |
| 7 | 2 | |
| 8 | 2 | |
| 9 | 2 |
| Value | Count | Frequency (%) |
| 629 | 1 | |
| 628 | 1 | |
| 627 | 1 | |
| 626 | 1 | |
| 625 | 1 | |
| 624 | 1 | |
| 623 | 1 | |
| 622 | 1 | |
| 621 | 1 | |
| 620 | 1 |
covid_status
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.6 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3243 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 662 | |
| 1.0 | 419 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 662 | |
| 1.0 | 419 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1743 | |
| . | 1081 | |
| 1 | 419 | 12.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2162 | |
| Other Punctuation | 1081 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1743 | |
| 1 | 419 | 19.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1081 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3243 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1743 | |
| . | 1081 | |
| 1 | 419 | 12.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3243 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1743 | |
| . | 1081 | |
| 1 | 419 | 12.9% |
chroma_stft
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4035494165 |
| Minimum | 0 |
|---|---|
| Maximum | 0.713843882 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.142843336 |
| Q1 | 0.335981101 |
| median | 0.4209557176 |
| Q3 | 0.496389687 |
| 95-th percentile | 0.578597724 |
| Maximum | 0.713843882 |
| Range | 0.713843882 |
| Interquartile range (IQR) | 0.160408586 |
Descriptive statistics
| Standard deviation | 0.1296332753 |
|---|---|
| Coefficient of variation (CV) | 0.3212327164 |
| Kurtosis | 0.470295051 |
| Mean | 0.4035494165 |
| Median Absolute Deviation (MAD) | 0.07894641144 |
| Skewness | -0.7624410065 |
| Sum | 436.2369193 |
| Variance | 0.01680478605 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| 0.32026583 | 1 | 0.1% |
| 0.355041087 | 1 | 0.1% |
| 0.372802585 | 1 | 0.1% |
| 0.343598902 | 1 | 0.1% |
| 0.480448633 | 1 | 0.1% |
| 0.4290405512 | 1 | 0.1% |
| 0.470732272 | 1 | 0.1% |
| 0.339045614 | 1 | 0.1% |
| 0.1549487114 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 0.03843208402 | 1 | 0.1% |
| 0.04397591576 | 1 | 0.1% |
| 0.045006383 | 1 | 0.1% |
| 0.04885185137 | 1 | 0.1% |
| 0.051359087 | 1 | 0.1% |
| 0.052733447 | 1 | 0.1% |
| 0.053086061 | 1 | 0.1% |
| 0.056378141 | 1 | 0.1% |
| 0.063190237 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.713843882 | 1 | |
| 0.6939724684 | 1 | |
| 0.68251735 | 1 | |
| 0.6729518771 | 1 | |
| 0.655338287 | 1 | |
| 0.649740994 | 1 | |
| 0.648630261 | 1 | |
| 0.647475362 | 1 | |
| 0.6461057067 | 1 | |
| 0.644526184 | 1 |
| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03329251792 |
| Minimum | 0 |
|---|---|
| Maximum | 0.258357763 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.00402382 |
| Q1 | 0.01529167034 |
| median | 0.0279369466 |
| Q3 | 0.04411356896 |
| 95-th percentile | 0.08097472 |
| Maximum | 0.258357763 |
| Range | 0.258357763 |
| Interquartile range (IQR) | 0.02882189862 |
Descriptive statistics
| Standard deviation | 0.02653561309 |
|---|---|
| Coefficient of variation (CV) | 0.7970443437 |
| Kurtosis | 10.31723826 |
| Mean | 0.03329251792 |
| Median Absolute Deviation (MAD) | 0.0136749826 |
| Skewness | 2.299768284 |
| Sum | 35.98921187 |
| Variance | 0.0007041387622 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| 0.05143054947 | 1 | 0.1% |
| 0.027883649 | 1 | 0.1% |
| 0.04002605006 | 1 | 0.1% |
| 0.04068954289 | 1 | 0.1% |
| 0.015959216 | 1 | 0.1% |
| 0.002056561178 | 1 | 0.1% |
| 0.05704654008 | 1 | 0.1% |
| 0.005123151 | 1 | 0.1% |
| 0.05045469105 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 5.840104859 × 10-5 | 1 | 0.1% |
| 0.0001508722635 | 1 | 0.1% |
| 0.0001651934435 | 1 | 0.1% |
| 0.000300969 | 1 | 0.1% |
| 0.000451976 | 1 | 0.1% |
| 0.0004590667668 | 1 | 0.1% |
| 0.000572709 | 1 | 0.1% |
| 0.0006839970592 | 1 | 0.1% |
| 0.0009864751482 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.258357763 | 1 | |
| 0.198908299 | 1 | |
| 0.192608029 | 1 | |
| 0.189690381 | 1 | |
| 0.184641048 | 1 | |
| 0.162200212 | 1 | |
| 0.147816852 | 1 | |
| 0.1423441917 | 1 | |
| 0.14218767 | 1 | |
| 0.13232924 | 1 |
spectral_centroid
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2947.898071 |
| Minimum | 0 |
|---|---|
| Maximum | 9664.656976 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 870.3123955 |
| Q1 | 2035.389434 |
| median | 2791.986463 |
| Q3 | 3690.590217 |
| 95-th percentile | 5554.3198 |
| Maximum | 9664.656976 |
| Range | 9664.656976 |
| Interquartile range (IQR) | 1655.200783 |
Descriptive statistics
| Standard deviation | 1435.891232 |
|---|---|
| Coefficient of variation (CV) | 0.4870898509 |
| Kurtosis | 1.898193878 |
| Mean | 2947.898071 |
| Median Absolute Deviation (MAD) | 822.6053992 |
| Skewness | 0.8868229456 |
| Sum | 3186677.814 |
| Variance | 2061783.629 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| 3263.582054 | 1 | 0.1% |
| 2580.646556 | 1 | 0.1% |
| 1743.254585 | 1 | 0.1% |
| 5480.706941 | 1 | 0.1% |
| 548.3824182 | 1 | 0.1% |
| 3126.544274 | 1 | 0.1% |
| 1219.987881 | 1 | 0.1% |
| 1769.121885 | 1 | 0.1% |
| 2664.05188 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 184.3819743 | 1 | 0.1% |
| 190.9859022 | 1 | 0.1% |
| 206.7927189 | 1 | 0.1% |
| 237.1921016 | 1 | 0.1% |
| 266.5616226 | 1 | 0.1% |
| 277.5420957 | 1 | 0.1% |
| 279.996541 | 1 | 0.1% |
| 294.8572124 | 1 | 0.1% |
| 327.0632748 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 9664.656976 | 1 | |
| 9650.895388 | 1 | |
| 9044.438687 | 1 | |
| 9005.46526 | 1 | |
| 8565.164897 | 1 | |
| 8313.345983 | 1 | |
| 8279.406341 | 1 | |
| 7993.854734 | 1 | |
| 7925.093594 | 1 | |
| 7842.117062 | 1 |
spectral_bandwidth
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3029.804747 |
| Minimum | 0 |
|---|---|
| Maximum | 8407.462046 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 825.4549809 |
| Q1 | 2116.762065 |
| median | 2978.36393 |
| Q3 | 3874.949274 |
| 95-th percentile | 5304.807705 |
| Maximum | 8407.462046 |
| Range | 8407.462046 |
| Interquartile range (IQR) | 1758.187209 |
Descriptive statistics
| Standard deviation | 1341.781216 |
|---|---|
| Coefficient of variation (CV) | 0.4428606224 |
| Kurtosis | 0.2549729087 |
| Mean | 3029.804747 |
| Median Absolute Deviation (MAD) | 881.905279 |
| Skewness | 0.3010181174 |
| Sum | 3275218.931 |
| Variance | 1800376.831 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| 3874.908885 | 1 | 0.1% |
| 1959.865724 | 1 | 0.1% |
| 5501.151711 | 1 | 0.1% |
| 1859.552273 | 1 | 0.1% |
| 2533.516344 | 1 | 0.1% |
| 4417.885084 | 1 | 0.1% |
| 2480.726307 | 1 | 0.1% |
| 4985.021769 | 1 | 0.1% |
| 3735.190344 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 183.7098885 | 1 | 0.1% |
| 252.0658523 | 1 | 0.1% |
| 257.3285117 | 1 | 0.1% |
| 271.2475511 | 1 | 0.1% |
| 287.5658529 | 1 | 0.1% |
| 320.5324549 | 1 | 0.1% |
| 343.0129044 | 1 | 0.1% |
| 343.6180542 | 1 | 0.1% |
| 344.6510998 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 8407.462046 | 1 | |
| 8251.158782 | 1 | |
| 7540.090965 | 1 | |
| 7495.418677 | 1 | |
| 7447.614845 | 1 | |
| 7095.088789 | 1 | |
| 6804.642995 | 1 | |
| 6656.457605 | 1 | |
| 6620.402567 | 1 | |
| 6347.396876 | 1 |
| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5773.824687 |
| Minimum | 0 |
|---|---|
| Maximum | 20569.21411 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1665.131079 |
| Q1 | 3748.547196 |
| median | 5314.32977 |
| Q3 | 7347.057482 |
| 95-th percentile | 11597.77353 |
| Maximum | 20569.21411 |
| Range | 20569.21411 |
| Interquartile range (IQR) | 3598.510286 |
Descriptive statistics
| Standard deviation | 3032.112764 |
|---|---|
| Coefficient of variation (CV) | 0.525148048 |
| Kurtosis | 1.578075606 |
| Mean | 5773.824687 |
| Median Absolute Deviation (MAD) | 1739.484827 |
| Skewness | 0.9659998969 |
| Sum | 6241504.487 |
| Variance | 9193707.815 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| 12120.15459 | 1 | 0.1% |
| 10390.22718 | 1 | 0.1% |
| 3457.182135 | 1 | 0.1% |
| 4670.142045 | 1 | 0.1% |
| 4963.807118 | 1 | 0.1% |
| 6434.780253 | 1 | 0.1% |
| 6901.318149 | 1 | 0.1% |
| 3763.573062 | 1 | 0.1% |
| 3931.084719 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 350.051398 | 1 | 0.1% |
| 379.1918027 | 1 | 0.1% |
| 386.3251625 | 1 | 0.1% |
| 470.4722444 | 1 | 0.1% |
| 528.5259046 | 1 | 0.1% |
| 534.6408124 | 1 | 0.1% |
| 569.7877167 | 1 | 0.1% |
| 586.4834651 | 1 | 0.1% |
| 631.457879 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 20569.21411 | 1 | |
| 20263.8 | 1 | |
| 18293.73919 | 1 | |
| 17743.21321 | 1 | |
| 16196.86871 | 1 | |
| 15779.85026 | 1 | |
| 15648.02537 | 1 | |
| 15618.33344 | 1 | |
| 15466.7676 | 1 | |
| 15327.00448 | 1 |
zero_crossing_rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.06162732954 |
| Minimum | 0 |
|---|---|
| Maximum | 0.4551051579 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.013934879 |
| Q1 | 0.03902979756 |
| median | 0.055952261 |
| Q3 | 0.07646679988 |
| 95-th percentile | 0.119882746 |
| Maximum | 0.4551051579 |
| Range | 0.4551051579 |
| Interquartile range (IQR) | 0.03743700232 |
Descriptive statistics
| Standard deviation | 0.0390230454 |
|---|---|
| Coefficient of variation (CV) | 0.6332100659 |
| Kurtosis | 15.85669205 |
| Mean | 0.06162732954 |
| Median Absolute Deviation (MAD) | 0.01849111349 |
| Skewness | 2.677237535 |
| Sum | 66.61914323 |
| Variance | 0.001522798072 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| 0.08318372907 | 1 | 0.1% |
| 0.0432016226 | 1 | 0.1% |
| 0.06096188948 | 1 | 0.1% |
| 0.043158491 | 1 | 0.1% |
| 0.02132713189 | 1 | 0.1% |
| 0.046352333 | 1 | 0.1% |
| 0.063534058 | 1 | 0.1% |
| 0.077444067 | 1 | 0.1% |
| 0.05942786953 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 0.002594958 | 1 | 0.1% |
| 0.002759295 | 1 | 0.1% |
| 0.003083631 | 1 | 0.1% |
| 0.003130928015 | 1 | 0.1% |
| 0.003639623 | 1 | 0.1% |
| 0.003853002 | 1 | 0.1% |
| 0.004303012 | 1 | 0.1% |
| 0.004758080218 | 1 | 0.1% |
| 0.005123515 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.4551051579 | 1 | |
| 0.319630265 | 1 | |
| 0.2856979537 | 1 | |
| 0.281694367 | 1 | |
| 0.2758849344 | 1 | |
| 0.2615047374 | 1 | |
| 0.261298431 | 1 | |
| 0.2418142791 | 1 | |
| 0.2404672871 | 1 | |
| 0.21269375 | 1 |
| Distinct | 1073 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -479.0047351 |
| Minimum | -1131.371094 |
|---|---|
| Maximum | -158.5798187 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1081 |
| Negative (%) | 100.0% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | -1131.371094 |
|---|---|
| 5-th percentile | -626.2376099 |
| Q1 | -512.0425415 |
| median | -463.8188477 |
| Q3 | -421.2705994 |
| 95-th percentile | -354.2198181 |
| Maximum | -158.5798187 |
| Range | 972.791275 |
| Interquartile range (IQR) | 90.7719421 |
Descriptive statistics
| Standard deviation | 108.7561341 |
|---|---|
| Coefficient of variation (CV) | -0.2270460522 |
| Kurtosis | 13.52424232 |
| Mean | -479.0047351 |
| Median Absolute Deviation (MAD) | 44.48168941 |
| Skewness | -2.74671878 |
| Sum | -517804.1187 |
| Variance | 11827.8967 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1131.370972 | 9 | 0.8% |
| -450.7906799 | 1 | 0.1% |
| -473.3462524 | 1 | 0.1% |
| -460.6526489 | 1 | 0.1% |
| -838.5401611 | 1 | 0.1% |
| -424.2639771 | 1 | 0.1% |
| -408.3999634 | 1 | 0.1% |
| -454.3714905 | 1 | 0.1% |
| -402.5066223 | 1 | 0.1% |
| -468.3768005 | 1 | 0.1% |
| Other values (1063) | 1063 |
| Value | Count | Frequency (%) |
| -1131.371094 | 1 | 0.1% |
| -1131.370972 | 9 | |
| -1131.37085 | 1 | 0.1% |
| -1070.247437 | 1 | 0.1% |
| -986.1693115 | 1 | 0.1% |
| -901.6448364 | 1 | 0.1% |
| -896.5194092 | 1 | 0.1% |
| -838.5401611 | 1 | 0.1% |
| -835.4823608 | 1 | 0.1% |
| -828.8948364 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| -158.5798187 | 1 | |
| -209.7514648 | 1 | |
| -225.1213531 | 1 | |
| -258.5140076 | 1 | |
| -274.3941956 | 1 | |
| -281.8812561 | 1 | |
| -282.7156067 | 1 | |
| -288.8164368 | 1 | |
| -290.7644958 | 1 | |
| -291.2513733 | 1 |
| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.67197735 |
| Minimum | 0 |
|---|---|
| Maximum | 244.6695404 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 21.59103394 |
| Q1 | 45.11480713 |
| median | 63.18916321 |
| Q3 | 85.70993805 |
| 95-th percentile | 122.8788376 |
| Maximum | 244.6695404 |
| Range | 244.6695404 |
| Interquartile range (IQR) | 40.59513092 |
Descriptive statistics
| Standard deviation | 30.7800174 |
|---|---|
| Coefficient of variation (CV) | 0.4616634847 |
| Kurtosis | 1.153251473 |
| Mean | 66.67197735 |
| Median Absolute Deviation (MAD) | 19.95152664 |
| Skewness | 0.6531792767 |
| Sum | 72072.40751 |
| Variance | 947.4094709 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| 63.41691589 | 1 | 0.1% |
| 75.83643341 | 1 | 0.1% |
| 75.22475433 | 1 | 0.1% |
| 109.008522 | 1 | 0.1% |
| 92.58580017 | 1 | 0.1% |
| 124.8714218 | 1 | 0.1% |
| 53.29270935 | 1 | 0.1% |
| 83.33530426 | 1 | 0.1% |
| 43.37391663 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 9.613675117 | 1 | 0.1% |
| 9.842391968 | 1 | 0.1% |
| 10.83389091 | 1 | 0.1% |
| 11.07466602 | 1 | 0.1% |
| 11.26107025 | 1 | 0.1% |
| 11.40913963 | 1 | 0.1% |
| 11.62944317 | 1 | 0.1% |
| 11.80860806 | 1 | 0.1% |
| 11.88232136 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 244.6695404 | 1 | |
| 195.9983521 | 1 | |
| 171.5653381 | 1 | |
| 171.4180756 | 1 | |
| 164.5775757 | 1 | |
| 159.2673798 | 1 | |
| 152.4318237 | 1 | |
| 152.0501862 | 1 | |
| 150.3281097 | 1 | |
| 150.3226013 | 1 |
| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -12.43083482 |
| Minimum | -71.13731384 |
|---|---|
| Maximum | 40.16890717 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 849 |
| Negative (%) | 78.5% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | -71.13731384 |
|---|---|
| 5-th percentile | -39.52322769 |
| Q1 | -22.05104637 |
| median | -10.75276279 |
| Q3 | -1.562730432 |
| 95-th percentile | 10.66882229 |
| Maximum | 40.16890717 |
| Range | 111.306221 |
| Interquartile range (IQR) | 20.48831594 |
Descriptive statistics
| Standard deviation | 16.17034834 |
|---|---|
| Coefficient of variation (CV) | -1.300825614 |
| Kurtosis | 0.6601705585 |
| Mean | -12.43083482 |
| Median Absolute Deviation (MAD) | 10.23408335 |
| Skewness | -0.3504319503 |
| Sum | -13437.73244 |
| Variance | 261.4801655 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| -2.665982723 | 1 | 0.1% |
| -20.67183495 | 1 | 0.1% |
| -8.010504723 | 1 | 0.1% |
| -1.197245121 | 1 | 0.1% |
| -17.88759804 | 1 | 0.1% |
| -25.55060768 | 1 | 0.1% |
| -44.18235397 | 1 | 0.1% |
| 5.905565262 | 1 | 0.1% |
| -31.07026291 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| -71.13731384 | 1 | |
| -65.54856873 | 1 | |
| -64.02134705 | 1 | |
| -64.0087204 | 1 | |
| -62.67205811 | 1 | |
| -62.29941559 | 1 | |
| -61.94781113 | 1 | |
| -61.93750763 | 1 | |
| -61.68632126 | 1 | |
| -61.04767227 | 1 |
| Value | Count | Frequency (%) |
| 40.16890717 | 1 | |
| 36.67864227 | 1 | |
| 35.73976135 | 1 | |
| 34.70328903 | 1 | |
| 31.92489433 | 1 | |
| 30.29893875 | 1 | |
| 30.17274475 | 1 | |
| 30.02544594 | 1 | |
| 29.94177818 | 1 | |
| 28.81005096 | 1 |
| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.946714677 |
| Minimum | -50.67280579 |
|---|---|
| Maximum | 50.44385147 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 329 |
| Negative (%) | 30.4% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | -50.67280579 |
|---|---|
| 5-th percentile | -12.63643551 |
| Q1 | -1.162451982 |
| median | 3.500232458 |
| Q3 | 9.324522018 |
| 95-th percentile | 20.9747963 |
| Maximum | 50.44385147 |
| Range | 101.1166573 |
| Interquartile range (IQR) | 10.486974 |
Descriptive statistics
| Standard deviation | 10.42533926 |
|---|---|
| Coefficient of variation (CV) | 2.641523422 |
| Kurtosis | 3.207603634 |
| Mean | 3.946714677 |
| Median Absolute Deviation (MAD) | 5.351528406 |
| Skewness | 0.1487476222 |
| Sum | 4266.398566 |
| Variance | 108.6876987 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| 3.572793007 | 1 | 0.1% |
| -4.223897457 | 1 | 0.1% |
| 5.681502342 | 1 | 0.1% |
| 6.614504814 | 1 | 0.1% |
| 4.220125675 | 1 | 0.1% |
| 12.875741 | 1 | 0.1% |
| 14.24721622 | 1 | 0.1% |
| -2.104094982 | 1 | 0.1% |
| -5.278284073 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| -50.67280579 | 1 | |
| -40.94032669 | 1 | |
| -39.49336243 | 1 | |
| -38.08506393 | 1 | |
| -35.45634842 | 1 | |
| -31.0848999 | 1 | |
| -25.24410057 | 1 | |
| -23.18198395 | 1 | |
| -22.4691124 | 1 | |
| -22.41606712 | 1 |
| Value | Count | Frequency (%) |
| 50.44385147 | 1 | |
| 47.93732834 | 1 | |
| 46.31910324 | 1 | |
| 46.05772781 | 1 | |
| 44.52319336 | 1 | |
| 44.14863968 | 1 | |
| 42.98031998 | 1 | |
| 42.39756775 | 1 | |
| 42.38892746 | 1 | |
| 35.31492996 | 1 |
| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.261818641 |
| Minimum | -32.07802582 |
|---|---|
| Maximum | 38.65247726 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 357 |
| Negative (%) | 33.0% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | -32.07802582 |
|---|---|
| 5-th percentile | -9.621725082 |
| Q1 | -1.492283702 |
| median | 2.154400349 |
| Q3 | 6.36658287 |
| 95-th percentile | 13.36903477 |
| Maximum | 38.65247726 |
| Range | 70.73050308 |
| Interquartile range (IQR) | 7.858866572 |
Descriptive statistics
| Standard deviation | 7.216035444 |
|---|---|
| Coefficient of variation (CV) | 3.190368721 |
| Kurtosis | 2.896714169 |
| Mean | 2.261818641 |
| Median Absolute Deviation (MAD) | 3.932795644 |
| Skewness | -0.3910514114 |
| Sum | 2445.025951 |
| Variance | 52.07116754 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| 2.483670473 | 1 | 0.1% |
| 0.644661784 | 1 | 0.1% |
| 2.937791348 | 1 | 0.1% |
| -5.847380161 | 1 | 0.1% |
| 2.580755472 | 1 | 0.1% |
| -5.786503315 | 1 | 0.1% |
| 3.504540443 | 1 | 0.1% |
| 12.06279182 | 1 | 0.1% |
| 3.346823215 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| -32.07802582 | 1 | |
| -31.54395676 | 1 | |
| -28.34592819 | 1 | |
| -27.22459793 | 1 | |
| -26.5145874 | 1 | |
| -25.47906494 | 1 | |
| -24.10609436 | 1 | |
| -24.09487534 | 1 | |
| -23.01267815 | 1 | |
| -22.18257332 | 1 |
| Value | Count | Frequency (%) |
| 38.65247726 | 1 | |
| 25.49683571 | 1 | |
| 25.18835831 | 1 | |
| 24.05136299 | 1 | |
| 23.43458939 | 1 | |
| 23.20032501 | 1 | |
| 22.27960968 | 1 | |
| 21.64565659 | 1 | |
| 21.60591888 | 1 | |
| 21.07747459 | 1 |
| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.948288318 |
| Minimum | -41.279953 |
|---|---|
| Maximum | 26.55897903 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 825 |
| Negative (%) | 76.3% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | -41.279953 |
|---|---|
| 5-th percentile | -21.14289856 |
| Q1 | -11.17835712 |
| median | -5.587522984 |
| Q3 | -0.4305601716 |
| 95-th percentile | 10.36619282 |
| Maximum | 26.55897903 |
| Range | 67.83893203 |
| Interquartile range (IQR) | 10.74779695 |
Descriptive statistics
| Standard deviation | 9.555163172 |
|---|---|
| Coefficient of variation (CV) | -1.606371894 |
| Kurtosis | 1.083819389 |
| Mean | -5.948288318 |
| Median Absolute Deviation (MAD) | 5.426099614 |
| Skewness | -0.08777131708 |
| Sum | -6430.099671 |
| Variance | 91.30114325 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| 14.04148579 | 1 | 0.1% |
| -11.03471184 | 1 | 0.1% |
| -0.114552252 | 1 | 0.1% |
| -9.53356266 | 1 | 0.1% |
| -5.864676476 | 1 | 0.1% |
| -21.84444618 | 1 | 0.1% |
| -6.828346252 | 1 | 0.1% |
| -14.86376095 | 1 | 0.1% |
| 4.211601257 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| -41.279953 | 1 | |
| -41.14748764 | 1 | |
| -38.75806046 | 1 | |
| -38.57121277 | 1 | |
| -38.17341995 | 1 | |
| -35.59018326 | 1 | |
| -34.74343872 | 1 | |
| -34.36829758 | 1 | |
| -33.96413422 | 1 | |
| -30.34813499 | 1 |
| Value | Count | Frequency (%) |
| 26.55897903 | 1 | |
| 24.75510788 | 1 | |
| 24.00127602 | 1 | |
| 23.43255043 | 1 | |
| 23.12730217 | 1 | |
| 21.16553116 | 1 | |
| 21.01282692 | 1 | |
| 20.984478 | 1 | |
| 20.57469368 | 1 | |
| 20.44968414 | 1 |
| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.951677724 |
| Minimum | -26.95786667 |
|---|---|
| Maximum | 37.45738983 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 304 |
| Negative (%) | 28.1% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | -26.95786667 |
|---|---|
| 5-th percentile | -7.970864296 |
| Q1 | -0.5552810431 |
| median | 2.758680344 |
| Q3 | 6.594966412 |
| 95-th percentile | 14.49927616 |
| Maximum | 37.45738983 |
| Range | 64.4152565 |
| Interquartile range (IQR) | 7.150247455 |
Descriptive statistics
| Standard deviation | 6.872393939 |
|---|---|
| Coefficient of variation (CV) | 2.328300913 |
| Kurtosis | 2.009638858 |
| Mean | 2.951677724 |
| Median Absolute Deviation (MAD) | 3.681914211 |
| Skewness | 0.1155408194 |
| Sum | 3190.76362 |
| Variance | 47.22979845 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| -0.1655389667 | 1 | 0.1% |
| 5.885256767 | 1 | 0.1% |
| 1.815033436 | 1 | 0.1% |
| -7.818572998 | 1 | 0.1% |
| -3.951654434 | 1 | 0.1% |
| 3.335578203 | 1 | 0.1% |
| 3.119094133 | 1 | 0.1% |
| 9.979566574 | 1 | 0.1% |
| 4.349145412 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| -26.95786667 | 1 | |
| -22.85929108 | 1 | |
| -22.23479843 | 1 | |
| -21.64882469 | 1 | |
| -19.56453133 | 1 | |
| -18.91486359 | 1 | |
| -18.18787003 | 1 | |
| -17.82994461 | 1 | |
| -17.50201035 | 1 | |
| -15.78126907 | 1 |
| Value | Count | Frequency (%) |
| 37.45738983 | 1 | |
| 34.34645844 | 1 | |
| 30.10472298 | 1 | |
| 23.34399414 | 1 | |
| 23.21776772 | 1 | |
| 23.03821564 | 1 | |
| 22.92894363 | 1 | |
| 22.35136223 | 1 | |
| 21.55488396 | 1 | |
| 20.49845123 | 1 |
| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.596574898 |
| Minimum | -29.14434624 |
|---|---|
| Maximum | 21.4065361 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 827 |
| Negative (%) | 76.5% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | -29.14434624 |
|---|---|
| 5-th percentile | -13.1912899 |
| Q1 | -6.955488205 |
| median | -3.090150118 |
| Q3 | -0.2161590606 |
| 95-th percentile | 5.114324093 |
| Maximum | 21.4065361 |
| Range | 50.55088234 |
| Interquartile range (IQR) | 6.739329144 |
Descriptive statistics
| Standard deviation | 5.615907694 |
|---|---|
| Coefficient of variation (CV) | -1.56145996 |
| Kurtosis | 1.431745118 |
| Mean | -3.596574898 |
| Median Absolute Deviation (MAD) | 3.282867193 |
| Skewness | -0.1284494366 |
| Sum | -3887.897464 |
| Variance | 31.53841923 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| -4.032561302 | 1 | 0.1% |
| 0.325222582 | 1 | 0.1% |
| 0.510143995 | 1 | 0.1% |
| -5.48730135 | 1 | 0.1% |
| 1.566630125 | 1 | 0.1% |
| 4.677281857 | 1 | 0.1% |
| -2.865460396 | 1 | 0.1% |
| -6.177247524 | 1 | 0.1% |
| -4.036613941 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| -29.14434624 | 1 | |
| -25.28309822 | 1 | |
| -24.11453247 | 1 | |
| -21.1296978 | 1 | |
| -20.48111534 | 1 | |
| -19.63662148 | 1 | |
| -19.56856728 | 1 | |
| -19.38252068 | 1 | |
| -18.88794518 | 1 | |
| -18.52404594 | 1 |
| Value | Count | Frequency (%) |
| 21.4065361 | 1 | |
| 17.22385979 | 1 | |
| 15.58836842 | 1 | |
| 14.89510441 | 1 | |
| 14.08370876 | 1 | |
| 13.72003174 | 1 | |
| 13.30539608 | 1 | |
| 13.02627945 | 1 | |
| 11.84911823 | 1 | |
| 11.56861019 | 1 |
| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -7.480239798 |
| Minimum | -27.56988144 |
|---|---|
| Maximum | 21.45839119 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 989 |
| Negative (%) | 91.5% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | -27.56988144 |
|---|---|
| 5-th percentile | -18.54696846 |
| Q1 | -11.17633915 |
| median | -7.025990009 |
| Q3 | -3.308302879 |
| 95-th percentile | 1.03594923 |
| Maximum | 21.45839119 |
| Range | 49.02827263 |
| Interquartile range (IQR) | 7.868036271 |
Descriptive statistics
| Standard deviation | 6.140288183 |
|---|---|
| Coefficient of variation (CV) | -0.8208678263 |
| Kurtosis | 1.067600399 |
| Mean | -7.480239798 |
| Median Absolute Deviation (MAD) | 3.948588851 |
| Skewness | -0.09826859623 |
| Sum | -8086.139222 |
| Variance | 37.70313897 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| -15.86264133 | 1 | 0.1% |
| 2.619829893 | 1 | 0.1% |
| -8.948056221 | 1 | 0.1% |
| 2.319782495 | 1 | 0.1% |
| -12.72047138 | 1 | 0.1% |
| -12.05784702 | 1 | 0.1% |
| 21.45839119 | 1 | 0.1% |
| -6.556877613 | 1 | 0.1% |
| -9.232545853 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| -27.56988144 | 1 | |
| -26.76160431 | 1 | |
| -25.87574768 | 1 | |
| -25.44983673 | 1 | |
| -24.88909912 | 1 | |
| -24.57736969 | 1 | |
| -24.16223717 | 1 | |
| -24.15608215 | 1 | |
| -23.8568821 | 1 | |
| -23.81475067 | 1 |
| Value | Count | Frequency (%) |
| 21.45839119 | 1 | |
| 18.41288185 | 1 | |
| 14.39008999 | 1 | |
| 13.29579735 | 1 | |
| 13.27368355 | 1 | |
| 12.97146416 | 1 | |
| 9.076259613 | 1 | |
| 9.038554192 | 1 | |
| 8.440195084 | 1 | |
| 8.125806808 | 1 |
| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.167860112 |
| Minimum | -22.30970955 |
|---|---|
| Maximum | 14.64953804 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 723 |
| Negative (%) | 66.9% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | -22.30970955 |
|---|---|
| 5-th percentile | -10.80609322 |
| Q1 | -5.03892374 |
| median | -1.750561476 |
| Q3 | 0.84434253 |
| 95-th percentile | 5.444141865 |
| Maximum | 14.64953804 |
| Range | 36.95924759 |
| Interquartile range (IQR) | 5.88326627 |
Descriptive statistics
| Standard deviation | 4.943564497 |
|---|---|
| Coefficient of variation (CV) | -2.280389066 |
| Kurtosis | 1.117677391 |
| Mean | -2.167860112 |
| Median Absolute Deviation (MAD) | 2.901066899 |
| Skewness | -0.4044527938 |
| Sum | -2343.456781 |
| Variance | 24.43882993 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| 0.920761228 | 1 | 0.1% |
| -11.37697887 | 1 | 0.1% |
| -18.52075577 | 1 | 0.1% |
| -2.385403633 | 1 | 0.1% |
| -2.897901297 | 1 | 0.1% |
| -0.863903403 | 1 | 0.1% |
| -1.079052925 | 1 | 0.1% |
| -8.418963432 | 1 | 0.1% |
| 1.86251843 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| -22.30970955 | 1 | |
| -20.99808693 | 1 | |
| -19.90414047 | 1 | |
| -19.32192993 | 1 | |
| -18.58567047 | 1 | |
| -18.52075577 | 1 | |
| -17.25959015 | 1 | |
| -17.17531776 | 1 | |
| -16.98592377 | 1 | |
| -16.75552368 | 1 |
| Value | Count | Frequency (%) |
| 14.64953804 | 1 | |
| 14.33575439 | 1 | |
| 12.46976757 | 1 | |
| 11.00736332 | 1 | |
| 10.4878931 | 1 | |
| 10.3628664 | 1 | |
| 10.32119942 | 1 | |
| 9.944406509 | 1 | |
| 9.813518524 | 1 | |
| 9.706596375 | 1 |
| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.675410239 |
| Minimum | -30.68183708 |
|---|---|
| Maximum | 17.16213799 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 975 |
| Negative (%) | 90.2% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | -30.68183708 |
|---|---|
| 5-th percentile | -14.15765762 |
| Q1 | -8.750238419 |
| median | -5.196810246 |
| Q3 | -2.458651543 |
| 95-th percentile | 1.204507351 |
| Maximum | 17.16213799 |
| Range | 47.84397507 |
| Interquartile range (IQR) | 6.291586876 |
Descriptive statistics
| Standard deviation | 5.076359034 |
|---|---|
| Coefficient of variation (CV) | -0.8944479465 |
| Kurtosis | 1.635414284 |
| Mean | -5.675410239 |
| Median Absolute Deviation (MAD) | 2.993979693 |
| Skewness | -0.2822412701 |
| Sum | -6135.118468 |
| Variance | 25.76942104 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| -5.880331516 | 1 | 0.1% |
| -18.39513397 | 1 | 0.1% |
| -3.723785639 | 1 | 0.1% |
| -0.9967788458 | 1 | 0.1% |
| -10.93688297 | 1 | 0.1% |
| -8.32343483 | 1 | 0.1% |
| -1.262972474 | 1 | 0.1% |
| -5.161691189 | 1 | 0.1% |
| -7.026235104 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| -30.68183708 | 1 | |
| -24.86472511 | 1 | |
| -23.95799255 | 1 | |
| -22.25798798 | 1 | |
| -22.08152771 | 1 | |
| -21.76792526 | 1 | |
| -21.32602882 | 1 | |
| -20.33587837 | 1 | |
| -20.29251099 | 1 | |
| -19.82190895 | 1 |
| Value | Count | Frequency (%) |
| 17.16213799 | 1 | |
| 11.85793495 | 1 | |
| 11.31167889 | 1 | |
| 10.71583366 | 1 | |
| 10.17402458 | 1 | |
| 9.278143883 | 1 | |
| 8.91900444 | 1 | |
| 8.068819046 | 1 | |
| 7.675300598 | 1 | |
| 7.640714645 | 1 |
| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.308083249 |
| Minimum | -19.69954491 |
|---|---|
| Maximum | 19.01058578 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 793 |
| Negative (%) | 73.4% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | -19.69954491 |
|---|---|
| 5-th percentile | -9.523075104 |
| Q1 | -4.74725914 |
| median | -2.270972252 |
| Q3 | 0.048027109 |
| 95-th percentile | 4.594697952 |
| Maximum | 19.01058578 |
| Range | 38.71013069 |
| Interquartile range (IQR) | 4.795286249 |
Descriptive statistics
| Standard deviation | 4.284662328 |
|---|---|
| Coefficient of variation (CV) | -1.856372524 |
| Kurtosis | 1.722213601 |
| Mean | -2.308083249 |
| Median Absolute Deviation (MAD) | 2.42350769 |
| Skewness | 0.04770710817 |
| Sum | -2495.037993 |
| Variance | 18.35833126 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| -5.350444794 | 1 | 0.1% |
| -3.716117144 | 1 | 0.1% |
| -3.377613544 | 1 | 0.1% |
| -1.936649799 | 1 | 0.1% |
| -4.767061234 | 1 | 0.1% |
| -0.426141143 | 1 | 0.1% |
| 3.651019335 | 1 | 0.1% |
| -10.85838985 | 1 | 0.1% |
| -2.717794418 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| -19.69954491 | 1 | |
| -17.33394241 | 1 | |
| -16.43702888 | 1 | |
| -16.42992592 | 1 | |
| -16.06497192 | 1 | |
| -15.80834579 | 1 | |
| -15.73536587 | 1 | |
| -15.42517281 | 1 | |
| -15.30810928 | 1 | |
| -14.79336834 | 1 |
| Value | Count | Frequency (%) |
| 19.01058578 | 1 | |
| 15.14343262 | 1 | |
| 11.90299225 | 1 | |
| 11.54516125 | 1 | |
| 10.66391373 | 1 | |
| 10.58747578 | 1 | |
| 10.52375889 | 1 | |
| 10.49215889 | 1 | |
| 9.982649803 | 1 | |
| 9.952600479 | 1 |
| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.2168054128 |
| Minimum | -14.32656765 |
|---|---|
| Maximum | 15.5325861 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 574 |
| Negative (%) | 53.1% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | -14.32656765 |
|---|---|
| 5-th percentile | -6.111266136 |
| Q1 | -2.33676672 |
| median | -0.2647617161 |
| Q3 | 1.799973607 |
| 95-th percentile | 5.363029957 |
| Maximum | 15.5325861 |
| Range | 29.85915375 |
| Interquartile range (IQR) | 4.136740327 |
Descriptive statistics
| Standard deviation | 3.631050464 |
|---|---|
| Coefficient of variation (CV) | -16.74796961 |
| Kurtosis | 1.665833961 |
| Mean | -0.2168054128 |
| Median Absolute Deviation (MAD) | 2.072005004 |
| Skewness | 0.2142397632 |
| Sum | -234.3666512 |
| Variance | 13.18452747 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| -7.812266827 | 1 | 0.1% |
| -5.020665169 | 1 | 0.1% |
| -3.360303879 | 1 | 0.1% |
| -0.150535196 | 1 | 0.1% |
| -0.145758241 | 1 | 0.1% |
| 0.339346677 | 1 | 0.1% |
| 9.333808899 | 1 | 0.1% |
| -3.705603361 | 1 | 0.1% |
| -2.63125515 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| -14.32656765 | 1 | |
| -12.06414795 | 1 | |
| -11.90548706 | 1 | |
| -11.4502058 | 1 | |
| -11.40997124 | 1 | |
| -10.63613892 | 1 | |
| -10.28807163 | 1 | |
| -9.889737129 | 1 | |
| -9.620165825 | 1 | |
| -9.54484272 | 1 |
| Value | Count | Frequency (%) |
| 15.5325861 | 1 | |
| 15.48586559 | 1 | |
| 14.23933983 | 1 | |
| 13.12635994 | 1 | |
| 12.84805679 | 1 | |
| 11.96947765 | 1 | |
| 11.48271084 | 1 | |
| 11.36475277 | 1 | |
| 10.88243484 | 1 | |
| 10.47127533 | 1 |
| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.914253525 |
| Minimum | -19.14441681 |
|---|---|
| Maximum | 8.071635246 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 1000 |
| Negative (%) | 92.5% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | -19.14441681 |
|---|---|
| 5-th percentile | -11.58793545 |
| Q1 | -7.326594353 |
| median | -4.573219299 |
| Q3 | -2.23072052 |
| 95-th percentile | 0.536752343 |
| Maximum | 8.071635246 |
| Range | 27.21605206 |
| Interquartile range (IQR) | 5.095873833 |
Descriptive statistics
| Standard deviation | 3.901596983 |
|---|---|
| Coefficient of variation (CV) | -0.793934819 |
| Kurtosis | 0.6750009155 |
| Mean | -4.914253525 |
| Median Absolute Deviation (MAD) | 2.517240524 |
| Skewness | -0.3527384084 |
| Sum | -5312.308061 |
| Variance | 15.22245902 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| -7.735281467 | 1 | 0.1% |
| -2.070733547 | 1 | 0.1% |
| -9.279146194 | 1 | 0.1% |
| -10.37256241 | 1 | 0.1% |
| -4.207258224 | 1 | 0.1% |
| -10.79226303 | 1 | 0.1% |
| -2.258059263 | 1 | 0.1% |
| -10.31836128 | 1 | 0.1% |
| -6.255465031 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| -19.14441681 | 1 | |
| -19.12548256 | 1 | |
| -18.30798721 | 1 | |
| -17.58385849 | 1 | |
| -17.49734306 | 1 | |
| -17.362257 | 1 | |
| -17.05852127 | 1 | |
| -16.89989662 | 1 | |
| -16.44167328 | 1 | |
| -16.11878395 | 1 |
| Value | Count | Frequency (%) |
| 8.071635246 | 1 | |
| 7.412722588 | 1 | |
| 7.02345562 | 1 | |
| 6.063765526 | 1 | |
| 5.509656429 | 1 | |
| 5.496338367 | 1 | |
| 5.449774265 | 1 | |
| 5.075861454 | 1 | |
| 4.664302349 | 1 | |
| 4.549287319 | 1 |
| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.339221706 |
| Minimum | -18.95507431 |
|---|---|
| Maximum | 9.340603828 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 852 |
| Negative (%) | 78.8% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | -18.95507431 |
|---|---|
| 5-th percentile | -8.590723038 |
| Q1 | -4.169894218 |
| median | -1.856794238 |
| Q3 | -0.315332502 |
| 95-th percentile | 2.442489147 |
| Maximum | 9.340603828 |
| Range | 28.29567814 |
| Interquartile range (IQR) | 3.854561716 |
Descriptive statistics
| Standard deviation | 3.358765917 |
|---|---|
| Coefficient of variation (CV) | -1.435847619 |
| Kurtosis | 1.774743558 |
| Mean | -2.339221706 |
| Median Absolute Deviation (MAD) | 1.856794238 |
| Skewness | -0.5514956423 |
| Sum | -2528.698664 |
| Variance | 11.28130849 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| -3.349514723 | 1 | 0.1% |
| 0.490861773 | 1 | 0.1% |
| 0.1778983176 | 1 | 0.1% |
| 2.537332058 | 1 | 0.1% |
| -0.628032207 | 1 | 0.1% |
| -2.705727816 | 1 | 0.1% |
| -11.35241127 | 1 | 0.1% |
| -5.864573956 | 1 | 0.1% |
| 0.613968313 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| -18.95507431 | 1 | |
| -16.39391327 | 1 | |
| -16.24710846 | 1 | |
| -14.06596565 | 1 | |
| -13.0180788 | 1 | |
| -12.80106449 | 1 | |
| -12.57399368 | 1 | |
| -12.52011204 | 1 | |
| -12.25246334 | 1 | |
| -12.20639324 | 1 |
| Value | Count | Frequency (%) |
| 9.340603828 | 1 | |
| 9.036358833 | 1 | |
| 8.903528214 | 1 | |
| 7.993684292 | 1 | |
| 7.53992033 | 1 | |
| 7.199748039 | 1 | |
| 6.742629051 | 1 | |
| 6.689557552 | 1 | |
| 6.496016502 | 1 | |
| 6.116706371 | 1 |
| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.9425265991 |
| Minimum | -12.70205021 |
|---|---|
| Maximum | 10.22396183 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 689 |
| Negative (%) | 63.7% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | -12.70205021 |
|---|---|
| 5-th percentile | -5.897567272 |
| Q1 | -2.631525517 |
| median | -0.845211029 |
| Q3 | 0.7234651446 |
| 95-th percentile | 3.912890911 |
| Maximum | 10.22396183 |
| Range | 22.92601204 |
| Interquartile range (IQR) | 3.354990662 |
Descriptive statistics
| Standard deviation | 2.947060592 |
|---|---|
| Coefficient of variation (CV) | -3.126766497 |
| Kurtosis | 1.213524579 |
| Mean | -0.9425265991 |
| Median Absolute Deviation (MAD) | 1.677024841 |
| Skewness | -0.01587008228 |
| Sum | -1018.871254 |
| Variance | 8.685166134 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| -0.097375624 | 1 | 0.1% |
| -3.702517509 | 1 | 0.1% |
| -0.889880061 | 1 | 0.1% |
| -4.892706394 | 1 | 0.1% |
| -2.244820595 | 1 | 0.1% |
| -2.244818687 | 1 | 0.1% |
| 0.871385217 | 1 | 0.1% |
| -7.411472321 | 1 | 0.1% |
| 2.000241995 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| -12.70205021 | 1 | |
| -12.39384556 | 1 | |
| -10.71478367 | 1 | |
| -10.39009571 | 1 | |
| -9.587241173 | 1 | |
| -9.299360275 | 1 | |
| -9.231365204 | 1 | |
| -9.023454666 | 1 | |
| -8.907880783 | 1 | |
| -8.857178688 | 1 |
| Value | Count | Frequency (%) |
| 10.22396183 | 1 | |
| 10.01676273 | 1 | |
| 9.8391819 | 1 | |
| 8.807062149 | 1 | |
| 8.744915962 | 1 | |
| 8.074662209 | 1 | |
| 7.833495617 | 1 | |
| 7.481666088 | 1 | |
| 7.233170033 | 1 | |
| 6.952907085 | 1 |
| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.487040529 |
| Minimum | -18.7939167 |
|---|---|
| Maximum | 9.577660561 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 976 |
| Negative (%) | 90.3% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | -18.7939167 |
|---|---|
| 5-th percentile | -9.324140549 |
| Q1 | -5.344659805 |
| median | -3.093817472 |
| Q3 | -1.297691107 |
| 95-th percentile | 0.901845694 |
| Maximum | 9.577660561 |
| Range | 28.37157726 |
| Interquartile range (IQR) | 4.046968698 |
Descriptive statistics
| Standard deviation | 3.196399992 |
|---|---|
| Coefficient of variation (CV) | -0.9166512305 |
| Kurtosis | 1.62987423 |
| Mean | -3.487040529 |
| Median Absolute Deviation (MAD) | 1.989258766 |
| Skewness | -0.6948867482 |
| Sum | -3769.490812 |
| Variance | 10.21697291 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| -4.66130352 | 1 | 0.1% |
| 1.185143828 | 1 | 0.1% |
| -2.127614975 | 1 | 0.1% |
| -4.642323017 | 1 | 0.1% |
| -4.969996929 | 1 | 0.1% |
| -5.165011883 | 1 | 0.1% |
| 1.251292586 | 1 | 0.1% |
| -2.366817236 | 1 | 0.1% |
| -2.686044693 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| -18.7939167 | 1 | |
| -16.01647377 | 1 | |
| -15.83006287 | 1 | |
| -15.39046383 | 1 | |
| -14.85295486 | 1 | |
| -14.60864258 | 1 | |
| -14.31454086 | 1 | |
| -13.87495136 | 1 | |
| -13.59598827 | 1 | |
| -13.52309227 | 1 |
| Value | Count | Frequency (%) |
| 9.577660561 | 1 | |
| 7.724896908 | 1 | |
| 7.005709171 | 1 | |
| 4.512923717 | 1 | |
| 4.083483696 | 1 | |
| 3.872685432 | 1 | |
| 3.464796305 | 1 | |
| 3.293461323 | 1 | |
| 2.733650923 | 1 | |
| 2.600659132 | 1 |
| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.207177057 |
| Minimum | -11.83269691 |
|---|---|
| Maximum | 10.14734268 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 734 |
| Negative (%) | 67.9% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | -11.83269691 |
|---|---|
| 5-th percentile | -6.033100605 |
| Q1 | -2.896502495 |
| median | -0.9744070172 |
| Q3 | 0.338661343 |
| 95-th percentile | 2.981276512 |
| Maximum | 10.14734268 |
| Range | 21.9800396 |
| Interquartile range (IQR) | 3.235163838 |
Descriptive statistics
| Standard deviation | 2.803603081 |
|---|---|
| Coefficient of variation (CV) | -2.322445631 |
| Kurtosis | 1.163452781 |
| Mean | -1.207177057 |
| Median Absolute Deviation (MAD) | 1.602034033 |
| Skewness | -0.1322012283 |
| Sum | -1304.958398 |
| Variance | 7.860190237 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| -7.942669392 | 1 | 0.1% |
| -1.96226573 | 1 | 0.1% |
| -6.739678383 | 1 | 0.1% |
| -1.442727089 | 1 | 0.1% |
| 0.1588560194 | 1 | 0.1% |
| -0.9283934236 | 1 | 0.1% |
| -0.443820268 | 1 | 0.1% |
| 2.952404976 | 1 | 0.1% |
| 0.405142367 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| -11.83269691 | 1 | |
| -11.51137543 | 1 | |
| -10.24459076 | 1 | |
| -10.01970768 | 1 | |
| -9.352755547 | 1 | |
| -9.32516098 | 1 | |
| -9.297369003 | 1 | |
| -9.060991287 | 1 | |
| -9.006246567 | 1 | |
| -8.952600479 | 1 |
| Value | Count | Frequency (%) |
| 10.14734268 | 1 | |
| 8.760421753 | 1 | |
| 8.42075634 | 1 | |
| 8.275066376 | 1 | |
| 7.986096859 | 1 | |
| 7.084657192 | 1 | |
| 6.95361805 | 1 | |
| 6.697464466 | 1 | |
| 6.371348858 | 1 | |
| 6.353402615 | 1 |
| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.176857767 |
| Minimum | -14.19121933 |
|---|---|
| Maximum | 7.844563484 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 879 |
| Negative (%) | 81.3% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | -14.19121933 |
|---|---|
| 5-th percentile | -7.368927002 |
| Q1 | -3.788481951 |
| median | -1.819852591 |
| Q3 | -0.383398026 |
| 95-th percentile | 2.034101486 |
| Maximum | 7.844563484 |
| Range | 22.03578281 |
| Interquartile range (IQR) | 3.405083925 |
Descriptive statistics
| Standard deviation | 2.836623728 |
|---|---|
| Coefficient of variation (CV) | -1.303081795 |
| Kurtosis | 1.278489243 |
| Mean | -2.176857767 |
| Median Absolute Deviation (MAD) | 1.695536375 |
| Skewness | -0.4385001094 |
| Sum | -2353.183246 |
| Variance | 8.046434173 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| -1.240774155 | 1 | 0.1% |
| -2.496974468 | 1 | 0.1% |
| -1.050569892 | 1 | 0.1% |
| -5.229159832 | 1 | 0.1% |
| -3.221355677 | 1 | 0.1% |
| -1.498699546 | 1 | 0.1% |
| 0.167781726 | 1 | 0.1% |
| -0.411665857 | 1 | 0.1% |
| -1.195409179 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| -14.19121933 | 1 | |
| -13.68722916 | 1 | |
| -12.69852638 | 1 | |
| -12.3611269 | 1 | |
| -12.32665348 | 1 | |
| -10.72327995 | 1 | |
| -10.67629623 | 1 | |
| -10.44715691 | 1 | |
| -10.16566753 | 1 | |
| -10.07117558 | 1 |
| Value | Count | Frequency (%) |
| 7.844563484 | 1 | |
| 7.777217388 | 1 | |
| 7.508460522 | 1 | |
| 6.988335133 | 1 | |
| 5.584423065 | 1 | |
| 5.400403976 | 1 | |
| 5.275535107 | 1 | |
| 4.814814568 | 1 | |
| 4.580993652 | 1 | |
| 4.345280647 | 1 |
| Distinct | 1071 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.827425435 |
| Minimum | -15.11517143 |
|---|---|
| Maximum | 8.058457375 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Negative | 954 |
| Negative (%) | 88.3% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | -15.11517143 |
|---|---|
| 5-th percentile | -7.868370056 |
| Q1 | -4.418412685 |
| median | -2.469909906 |
| Q3 | -0.996731877 |
| 95-th percentile | 0.8804805279 |
| Maximum | 8.058457375 |
| Range | 23.17362881 |
| Interquartile range (IQR) | 3.421680808 |
Descriptive statistics
| Standard deviation | 2.83325264 |
|---|---|
| Coefficient of variation (CV) | -1.002060958 |
| Kurtosis | 1.369665892 |
| Mean | -2.827425435 |
| Median Absolute Deviation (MAD) | 1.686895072 |
| Skewness | -0.455057794 |
| Sum | -3056.446895 |
| Variance | 8.027320524 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 1.0% |
| -9.853769302 | 1 | 0.1% |
| 0.301636696 | 1 | 0.1% |
| -4.490564823 | 1 | 0.1% |
| -2.636886835 | 1 | 0.1% |
| -4.24481535 | 1 | 0.1% |
| -2.005954027 | 1 | 0.1% |
| -1.441684604 | 1 | 0.1% |
| -0.9446679354 | 1 | 0.1% |
| -1.227846384 | 1 | 0.1% |
| Other values (1061) | 1061 |
| Value | Count | Frequency (%) |
| -15.11517143 | 1 | |
| -13.96719551 | 1 | |
| -13.38325214 | 1 | |
| -13.16848183 | 1 | |
| -13.0510273 | 1 | |
| -11.95419121 | 1 | |
| -11.55480766 | 1 | |
| -10.95074844 | 1 | |
| -10.90212154 | 1 | |
| -10.87469196 | 1 |
| Value | Count | Frequency (%) |
| 8.058457375 | 1 | |
| 7.449724674 | 1 | |
| 6.828485489 | 1 | |
| 4.792387962 | 1 | |
| 4.744304657 | 1 | |
| 4.728491306 | 1 | |
| 4.649868965 | 1 | |
| 4.518580914 | 1 | |
| 4.499591351 | 1 | |
| 4.259610176 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | covid_status | chroma_stft | rmse | spectral_centroid | spectral_bandwidth | rolloff | zero_crossing_rate | mfcc1 | mfcc2 | mfcc3 | mfcc4 | mfcc5 | mfcc6 | mfcc7 | mfcc8 | mfcc9 | mfcc10 | mfcc11 | mfcc12 | mfcc13 | mfcc14 | mfcc15 | mfcc16 | mfcc17 | mfcc18 | mfcc19 | mfcc20 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 1.0 | 0.559781 | 0.005139 | 3414.450295 | 3852.819164 | 6722.366637 | 0.073481 | -578.454224 | 100.593597 | -20.662931 | 14.388502 | -11.822021 | -6.728053 | 11.677692 | 1.516746 | -5.900724 | -12.936636 | 0.676318 | 2.169027 | -3.117411 | -4.751014 | -8.532103 | -2.877681 | -6.372658 | -10.019708 | -7.233541 | -5.531066 |
| 1 | 1 | 1.0 | 0.048852 | 0.000151 | 266.561623 | 287.565853 | 470.472244 | 0.003131 | -986.169312 | 11.261070 | -5.095660 | 0.569532 | 2.554411 | 1.093082 | 1.598473 | -2.135033 | -2.676515 | 0.288678 | -0.103437 | -0.244169 | -0.498977 | -1.392723 | -0.122609 | -0.091930 | -0.836328 | 0.076709 | -0.351206 | -0.637464 |
| 2 | 2 | 1.0 | 0.510157 | 0.029501 | 2993.747046 | 4082.985889 | 6813.473087 | 0.033092 | -490.079742 | 56.480343 | -5.512434 | -4.344722 | -5.369805 | -11.822551 | -5.106105 | -6.955488 | -12.158201 | -12.961327 | -9.713926 | -2.367161 | 0.320710 | -0.423703 | 2.408605 | 1.049164 | 0.936303 | 3.420897 | 2.422361 | 1.614452 |
| 3 | 3 | 1.0 | 0.479611 | 0.040758 | 5526.666112 | 5051.542868 | 10952.361328 | 0.154696 | -403.194855 | 31.794283 | 5.816183 | 0.244655 | -1.839008 | -6.418947 | -9.588423 | 15.588368 | -20.613008 | -9.801538 | -8.756487 | -4.543206 | -6.477761 | -2.938485 | -4.967889 | -1.890859 | -5.388695 | 1.436146 | -1.814564 | 3.331939 |
| 4 | 4 | 1.0 | 0.501383 | 0.022911 | 4030.641927 | 3852.979012 | 7795.914331 | 0.067175 | -515.401001 | 74.039436 | -33.350433 | -10.194139 | 0.675221 | -10.993114 | 3.882258 | -3.272192 | -13.139565 | -1.546882 | 0.880419 | 1.817128 | 2.164741 | -5.970574 | -4.477877 | 0.590816 | 0.362597 | 0.053137 | -4.933649 | -6.648327 |
| 5 | 5 | 1.0 | 0.609806 | 0.013497 | 3782.950969 | 4342.600747 | 7645.722812 | 0.077145 | -553.412109 | 40.514862 | 6.292716 | 13.603553 | -0.447387 | 5.373281 | 2.765270 | -3.463034 | -2.272059 | -6.464504 | -1.126438 | -2.531025 | -3.044425 | -2.914350 | -5.925899 | -0.652885 | -0.709293 | -2.647736 | -4.038889 | -4.355125 |
| 6 | 6 | 1.0 | 0.569608 | 0.015604 | 5158.864731 | 5364.037456 | 11597.773528 | 0.059459 | -533.425171 | 37.964752 | -12.608768 | 4.129261 | 0.821450 | -6.865291 | 1.702906 | -4.694164 | -4.939681 | -1.928251 | -7.194812 | -0.536876 | 1.778547 | -4.341252 | -1.458508 | -1.810625 | -2.918709 | 0.848588 | -1.653269 | -3.141822 |
| 7 | 7 | 1.0 | 0.505021 | 0.042415 | 2412.988110 | 2392.977370 | 4286.543306 | 0.063221 | -406.002716 | 104.856682 | -39.523228 | 1.474834 | 38.652477 | 3.678265 | -4.522699 | 0.832880 | 0.094403 | 5.493950 | -3.467590 | -10.122539 | -0.477280 | -3.217072 | -11.082775 | -6.597100 | -3.868897 | -4.983596 | -3.788482 | -3.997134 |
| 8 | 8 | 1.0 | 0.529879 | 0.033381 | 3456.324456 | 5655.386962 | 7402.214849 | 0.052003 | -354.219818 | 149.607620 | 8.051181 | -18.104416 | 11.122190 | 5.956565 | 0.357567 | 3.142996 | 8.440195 | 0.294973 | 6.973524 | -1.230428 | 0.167032 | -4.503440 | 0.279548 | 1.245403 | 2.600659 | 2.422164 | 4.345281 | -2.501484 |
| 9 | 9 | 1.0 | 0.415865 | 0.037035 | 3143.433430 | 2957.617267 | 6224.941649 | 0.047886 | -463.689178 | 63.871548 | -27.501585 | 9.956474 | 10.555845 | -11.873859 | -0.926772 | -10.638429 | -13.190789 | 2.018308 | 0.289266 | 1.320846 | 1.312608 | -4.082887 | 2.149636 | 0.133305 | -6.949416 | -2.655378 | -3.463684 | -6.060848 |
Last rows
| df_index | covid_status | chroma_stft | rmse | spectral_centroid | spectral_bandwidth | rolloff | zero_crossing_rate | mfcc1 | mfcc2 | mfcc3 | mfcc4 | mfcc5 | mfcc6 | mfcc7 | mfcc8 | mfcc9 | mfcc10 | mfcc11 | mfcc12 | mfcc13 | mfcc14 | mfcc15 | mfcc16 | mfcc17 | mfcc18 | mfcc19 | mfcc20 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1071 | 620 | 0.0 | 0.453323 | 0.054443 | 3039.322975 | 3302.731329 | 6183.635042 | 0.065327 | -426.497833 | 77.174751 | -17.482130 | 9.141251 | 2.795259 | -13.008424 | 7.593480 | -1.701164 | -8.654610 | 1.790919 | -5.125626 | -2.889831 | 2.470387 | -4.935997 | -2.395627 | -1.319590 | -6.722199 | -4.458655 | -4.228376 | -4.732317 |
| 1072 | 621 | 0.0 | 0.258527 | 0.052023 | 1194.612439 | 1450.514031 | 2230.089626 | 0.022538 | -413.933685 | 73.434296 | 9.355064 | 6.034873 | -1.531695 | -16.101419 | -17.829945 | -25.283098 | -23.035826 | -11.376979 | -11.989727 | -9.988745 | -1.123978 | 0.811514 | 0.475842 | 1.504285 | 2.186143 | 2.586246 | 0.677297 | -0.784770 |
| 1073 | 622 | 0.0 | 0.166717 | 0.053305 | 1006.361649 | 890.129695 | 1649.229132 | 0.032373 | -434.490204 | 54.317360 | -8.250437 | 2.859223 | -2.522314 | -5.757056 | 9.695749 | -0.987813 | -8.467640 | -4.656115 | -9.923039 | -4.203870 | -0.145758 | -7.606383 | -4.644337 | -1.284033 | -2.787803 | -0.688727 | -2.368155 | -2.656297 |
| 1074 | 623 | 0.0 | 0.283881 | 0.020599 | 897.285604 | 1298.505847 | 1893.479076 | 0.010393 | -494.828980 | 32.256248 | 0.912200 | 9.387895 | 5.620318 | -0.624345 | 5.041039 | 1.919602 | 0.005003 | 0.782417 | -2.247107 | 0.642779 | 1.942970 | -0.756369 | 0.489342 | -0.306474 | -1.047347 | 0.877436 | -0.281861 | -0.470763 |
| 1075 | 624 | 0.0 | 0.460394 | 0.010310 | 4486.215434 | 4330.236513 | 8959.777898 | 0.107359 | -521.100708 | 40.356487 | -4.124296 | 0.960142 | -3.302598 | -4.679889 | 2.140743 | -9.035880 | -11.480004 | -4.334010 | -4.548447 | -0.183244 | -0.289699 | -4.755581 | -1.201600 | -1.796959 | -2.686045 | 1.176887 | -2.090094 | -4.154375 |
| 1076 | 625 | 0.0 | 0.283156 | 0.008284 | 2576.478226 | 2196.441350 | 4891.708374 | 0.052078 | -587.250244 | 43.057289 | -13.787011 | 2.686641 | -2.278248 | -11.038755 | 2.189733 | -6.446301 | -8.621715 | 2.998617 | -4.962042 | -6.257999 | 2.567736 | -0.541440 | -0.916278 | -0.077373 | -2.849832 | -0.527303 | -3.257041 | -4.505263 |
| 1077 | 626 | 0.0 | 0.358806 | 0.015151 | 2603.562272 | 3086.003663 | 5192.042952 | 0.043175 | -517.811707 | 34.203884 | -0.830469 | 4.717618 | 5.334321 | 0.830101 | 3.737731 | -0.621894 | -4.320545 | -4.017470 | -5.102611 | -2.985422 | -3.958222 | -6.842718 | -4.253255 | -3.963639 | -4.996227 | -3.205143 | -3.966237 | -4.262349 |
| 1078 | 627 | 0.0 | 0.133328 | 0.011804 | 819.203428 | 935.547820 | 1689.825000 | 0.014352 | -544.514709 | 19.650791 | -2.532958 | 1.521609 | -2.148431 | -2.519808 | 3.842209 | -1.994714 | -3.219354 | 0.735526 | -3.248447 | -1.810578 | 1.999505 | -0.875984 | -0.934855 | -0.088386 | -0.906345 | 0.631860 | -0.006833 | -1.131883 |
| 1079 | 628 | 0.0 | 0.540389 | 0.019222 | 4702.694539 | 4520.919158 | 9755.469602 | 0.077041 | -503.644226 | 32.686459 | -14.205626 | -2.562784 | 1.094267 | -2.837264 | -2.584333 | -6.704554 | -5.753150 | -3.304214 | -4.818825 | 0.026254 | 0.856795 | -2.664606 | -1.685855 | 0.338041 | -0.149486 | 0.275820 | 0.188092 | -0.826748 |
| 1080 | 629 | 0.0 | 0.589348 | 0.006799 | 4208.899032 | 4558.745875 | 8268.485519 | 0.102997 | -581.584778 | 33.242992 | -2.665983 | 5.669474 | 1.690628 | -3.537517 | 4.476106 | -0.121543 | -2.225429 | 3.155310 | 0.925117 | 0.947057 | 1.269889 | -2.653360 | -0.862592 | 1.562044 | 0.195137 | -0.240482 | -0.812321 | -0.425334 |